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📰 Dev.to · David Shibley

5 articles · Updated every 3 hours · View all reads

All Articles 117,454 Blog Posts 125,323 Tech Tutorials 30,035 Research Papers 23,710 News 17,261 ⚡ AI Lessons

I Killed My AI Code Reviewer's False Positives by Making It Argue With Itself

Dev.to · David Shibley 1d ago

I Killed My AI Code Reviewer's False Positives by Making It Argue With Itself

The failure mode of AI code review isn't that it misses bugs. It's that it reports ten "issues" and...

OK, DEGRADED, ABSTAINED, FAILED: Designing a Typed Outcome Model for LLM Calls

Dev.to · David Shibley 🧠 Large Language Models ⚡ AI Lesson 2d ago

OK, DEGRADED, ABSTAINED, FAILED: Designing a Typed Outcome Model for LLM Calls

Most LLM-calling code I've seen treats an LLM step like an HTTP request: try/catch, retry a couple...

Hardening an MCP Server: What I Learned Building a Production-Ready Jira/Confluence Integration for Claude

Dev.to · David Shibley 📣 Digital Marketing & Growth ⚡ AI Lesson 2d ago

Hardening an MCP Server: What I Learned Building a Production-Ready Jira/Confluence Integration for Claude

Problem: the current Jira MCP server that exists doesn't support Jira Service Management, meaning we...

I Cut My AWS Hosting Bill from ~$45/mo to ~$8 by Consolidating Three Apps on One Lightsail Box

Dev.to · David Shibley ⚡ AI Lesson 6d ago

I Cut My AWS Hosting Bill from ~$45/mo to ~$8 by Consolidating Three Apps on One Lightsail Box

How I moved portfolio, krogerCart, and chat-bot off separate EC2 instances onto a single $5 Lightsail...

How I automated my grocery shopping

Dev.to · David Shibley ⚡ AI Lesson 3mo ago

How I automated my grocery shopping

Problem: I hate shopping for groceries Solution: Automate the process using a...